
Neural Networks for RF and Microwave Design
Artech House Publishers
Published on 1. July 2000
Book
Hardback
392 pages
978-1-58053-100-9 (ISBN)
Description
Neural networks are information processing systems that can learn, generalize and even allow model development when component formulas are missing. This text demonstrates how to use neural networks to create models, evaluate models, and conquer some of the toughest RF and microwave CAD problems. The book also includes a review of neural netowrk applications in modelling microstrip lines, vias, CPW disconinuities, spiral inductors, FET and VLSI interconnects.
More details
Edition
Unabridged edition
Language
English
Place of publication
Norwood
United States
Target group
Professional and scholarly
Edition type
Unabridged edition
Dimensions
Height: 152 mm
Width: 229 mm
ISBN-13
978-1-58053-100-9 (9781580531009)
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Schweitzer Classification
Content
Introduction and Overview. Modeling and Optimization for Design. Neural Network Structures. Training of Neural Networks. Models for RF/Microwave Components. Modeling of Interconnects. Active Device Modeling. Circuit Analysis and Optimization. Knowledge-Based ANN Models. Concluding Remarks and Emerging Trends. Appendix: ANN Modeling Software Available.